After selecting a computer in the list, it tells me that it may be turned off, but I know it is on

After selecting a computer in the list, it tells me that it could not ping the computer. I know that the computer is turned on and connected to the network.
 
Check the DNS entries for this computer. An incorrect host record may be entered in DNS. Ensure that DNS correctly associates the hostname and proper IP Address.